Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1.176198 1.437123 1.773732 2.254216 2.948765 3.963982 5.666600
2025-05-04 0.830208 1.109693 1.525967 2.239978 3.561843 6.277525 13.990604
2025-05-11 0.643771 0.905648 1.330439 2.151165 3.971349 9.000300 35.915260
2025-05-18 0.549278 0.804822 1.249368 2.202361 4.717210 14.471921 185.144672
2025-05-25 0.490479 0.743907 1.212416 2.317598 5.795446 26.384264 NaN
2025-06-01 0.436121 0.677376 1.142862 2.321077 6.592174 45.413632 NaN
2025-06-08 0.386696 0.610063 1.053487 2.231685 6.972001 70.960204 NaN
2025-06-15 0.360607 0.581302 1.037241 2.336854 8.486661 203.589845 NaN
2025-06-22 0.332958 0.544883 0.995258 2.346897 9.622864 725.069076 NaN
2025-06-29 0.305559 0.505065 0.937139 2.280477 10.223903 3902.531406 NaN
2025-07-06 0.283473 0.473134 0.891577 2.239316 11.038479 NaN NaN
2025-07-13 0.275458 0.468807 0.911747 2.447836 15.024524 NaN NaN
2025-07-20 0.263637 0.455407 0.907706 2.572114 19.289187 NaN NaN
2025-07-27 0.248220 0.432554 0.874925 2.563019 22.014233 NaN NaN
2025-08-03 0.231432 0.405003 0.825050 2.456764 22.647491 NaN NaN
2025-08-10 0.221610 0.391803 0.812198 2.519184 28.062136 NaN NaN
2025-08-17 0.214746 0.384420 0.814200 2.659567 38.880721 NaN NaN
2025-08-24 0.204994 0.369468 0.791888 2.663827 46.330319 NaN NaN
2025-08-31 0.193498 0.349527 0.752091 2.554903 47.263958 NaN NaN
2025-09-07 0.188298 0.343712 0.753409 2.683094 68.883103 NaN NaN
2025-09-14 0.181045 0.332420 0.736368 2.695363 86.144697 NaN NaN
2025-09-21 0.172569 0.317591 0.706444 2.614309 91.847789 NaN NaN
2025-09-28 0.165326 0.305203 0.682688 2.564186 103.194646 NaN NaN